{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[1m\u001b[36mINFO: \u001b[39m\u001b[22m\u001b[36mPrecompiling module PyPlot.\n",
      "\u001b[39m"
     ]
    }
   ],
   "source": [
    "using PyPlot,Seismic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Create linear events\n",
    "d,ext = SeisLinearEvents(p1 = [-.001, 0.0015],tau=[1., 1./3.],dx1=5); \n",
    "\n",
    "#Randomly decimate\n",
    "dec = SeisDecimate(d);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "param = Dict(:Niter=>100,:fmax=>60,:padt=>2,:padx=>2,:dt=>0.004)\n",
    "dpocs = SeisPOCS(dec;param...);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7f8a777aacd0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "PyObject <matplotlib.image.AxesImage object at 0x7f8a7768f850>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "figure(1, figsize=(10, 5))\n",
    "subplot(121)\n",
    "SeisPlot(dec,cmap=\"seismic\",fignum=1,pclip=200,fignum=1)\n",
    "subplot(122)\n",
    "SeisPlot(dec,plot_type=\"FK\", cmap=\"seismic\", dy=0.004,fignum=1,hbox=5,pclip=200,fignum=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7f8a776a10d0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "PyObject <matplotlib.image.AxesImage object at 0x7f8a77574990>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "figure(2,figsize=(10, 5))\n",
    "subplot(121)\n",
    "SeisPlot(dpocs[:,:,1,1,1],cmap=\"seismic\",fignum=2,pclip=200)\n",
    "subplot(122)\n",
    "SeisPlot(dpocs[:,:,1,1,1],plot_type=\"FK\",cmap=\"seismic\",dy=0.004,fignum=2,pclip=200)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 0.6.0",
   "language": "julia",
   "name": "julia-0.6"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "0.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
